Mean Opinion Scores

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4 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. ProxyMOS: Label-Free Speech Quality Assessment by Multi-Teacher Distillation with Adaptive Routing

    Sep 30, 2026Maxim Trokunov, Kirill Borodin, Nikita Vasiliev +1Mean Opinion ScoresSeed-Tts-Eval Benchmark

    Lab260, Yerevan, Armenia · BitmanagerAI, Dubai, UAE · MTUCI, Moscow, Russia

  2. How Reliable Are Predicted MOS for Reproducing Human System-Level Preferences in Speech Enhancement?

    Sep 30, 2026Nahomi Kusunoki, Tsubasa Ochiai, Naohiro Tawara +4Mean Opinion ScoresSpeech Enhancement

    Waseda University, Japan · NTT, Inc., Japan

  3. Improving Predicted MOS Scores, Not Perceived Quality: Multi-Predictor Test-Time Optimization of Enhanced Speech

    Sep 30, 2026Tsubasa Ochiai, Marc Delcroix, Nahomi Kusunoki +5Mean Opinion ScoresSpeech Enhancement

    NTT, Inc., Japan · Waseda University, Japan

  4. Language-model groups overstate consensus when replaying human deliberation on a reasoning task

    Sep 17, 2026Tengfei ShaoDeliberationLarge Language Model Decisions

    Global Education Center, Waseda University, Tokyo, Japan

  5. A Deployable Architecture for Robot-Mediated Tasks (DART): Evaluation in Socially Assistive Robot-Guided Cognitive Behavioral Therapy Exercises

    Sep 14, 2026Mina Kian, Lydia Ignatova, Jiong Wang +12Assistive AgentsMean Opinion Scores

    University of Southern California, Los Angeles, CA, USA

  6. CAL-MOS: Bridging Layers with Adapters for Robust MOS Prediction Across Speech Foundation Models

    Sep 14, 2026Alef Iury Siqueira Ferreira, Pedro Lustosa Rege Botelho, Fernanda Silva +5Mean Opinion ScoresSpeaker

    AKCIT, Brazil · Federal University of Rio Grande do Norte (UFRN), Brazil · Federal University of Technology (UTFPR), Brazil +1

  7. Is Semantics Enough for Speech Mean Opinion Score Prediction?

    Sep 3, 2026Tianyu Lan, Yufei Shi, Yang Ai +3Mean Opinion ScoresSpeaker

    National Engineering Research Center of Speech and Language Information Processing, University of Science and Technology of China, Hefei, China

  8. Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions

    Aug 10, 2026Oluwanifemi Bamgbose, Simon Rosen, Jash Shah +6Seed-Tts-Eval BenchmarkText-To-Speech Synthesis

    ServiceNow

  9. Predicting Timbre Traits for Interpretable Assessment of Musical Sound Synthesizers

    Jun 29, 2026Théo Chasle Cauchy, Modan Tailleur, Lindsey Reymore +2Mean Opinion ScoresFréchet Inception Distance

    Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, F-44000 Nantes, France · Arizona State University, School of Music, Dance and Theatre, Tempe, AZ, USA · Arturia, Montbonnot Saint-Martin, France

  10. Enhanced Neural Video Representation Compression across Extreme Complexity and Quality Scales

    Jun 26, 2026Ho Man Kwan, Tianhao Peng, Fan Zhang +3Video CompressionData Compression Methods

    Visual Information Lab, University of Bristol, UK · Network Connectivity Services Research, BT, UK

  11. Closing the Quality Gap in Low-Resource Text-to-Speech: LoRA Fine-Tuning of VoxCPM2 for Khmer and Korean

    Jun 25, 2026Phannet Pov, Hyun Woo Park, Voneat Pen +3Flow-Matching Text-To-SpeechLarge Language Model Adaptation

    Department of Big Data, Chungbuk National University, Cheongju, South Korea · Institute of Digital Research and Innovation, Cambodia Academy of Digital Technology, Phnom Penh, Cambodia · Department of Management Information Systems, Chungbuk National University, Cheongju, South Korea +1

  12. An Evaluation Framework for Text-to-Speech Voice Reconstruction

    Jun 19, 2026Ariadna Sanchez, Christoph Minixhofer, Korin Richmond +3Seed-Tts-Eval BenchmarkFlow-Matching Text-To-Speech

    The Centre for Speech Technology Research, University of Edinburgh, UK

  13. Investigating Human-Model Discrepancies in Speech Quality Assessment via Acoustic and Prosodic Perturbations

    Jun 18, 2026Masato Takagi, Masaya Kawamura, Reo Shimizu +1Seed-Tts-Eval BenchmarkProsody

    Nagoya Institute of Technology, Japan · LY Corporation, Japan

  14. PrefSQA: Pairwise Preference Prediction for Speech Quality Assessment and the Critical Role of High Quality Datasets

    Jun 17, 2026Junyi Fan, Donald S. WilliamsonMean Opinion ScoresSpeaker

    Department of Computer Science and Engineering, The Ohio State University, USA

  15. Augmenting Dysarthric Speech Severity Assessment with MOS Supervision

    Jun 17, 2026Kaimeng Jia, Minzhu Tu, Zengrui Jin +2Dysarthric SpeechSeed-Tts-Eval Benchmark

    Tsinghua University · Beijing University of Posts and Telecommunications

  16. DeRA-MOS: Optimizing Text-to-Music Evaluation via Decoupled Listwise Ranking and Modality Alignment

    Jun 8, 2026Chien-Chun Wang, Hung-Shin Lee, Hsin-Min Wang +1Text-To-MusicSeed-Tts-Eval Benchmark

    E.SUN Financial Holding Co., Ltd., Taipei 10546, Taiwan · United Link Co., Ltd., Taipei 11493, Taiwan · Institute of Information Science, Academia Sinica, Taipei 11529, Taiwan +1

  17. DAL-PCQA: Enabling Distortion-Level and Language-Driven Reasoning for Point Cloud Quality Assessment

    Jun 6, 2026Swarna Chakraborty, Gabriel De Castro Araújo, Syeda Tasmi Faria +2Point CloudsDistortion

    Department of Computer Science, Texas State University, USA · Ingram School of Engineering, Texas State University, USA

  18. UniSRM: A Unified Speech Reward Model for Reasoning-Based Fine-grained Assessment

    May 22, 2026Yuanyuan Wang, Dongchao Yang, Yayue Deng +4Seed-Tts-Eval BenchmarkMean Opinion Scores

    The Chinese University of Hong Kong · Tsinghua University · Independent Researcher

  19. MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems

    May 21, 2026Qianshu Cai, Yonggang Zhang, Xianzhang Jia +5Self-Evolving AgentsSelf-Evolution

    University of Science and Technology of China · Hong Kong Generative AI Research & Development Center · The Hong Kong University of Science and Technology +1

  20. Auditing Multimodal LLM Raters: Central Tendency Bias in Clinical Ordinal Scoring

    May 11, 2026Jiaqing Zhang, Sandeep Elluri, Bhanu Cherukuvada +7RaterLlm-As-A-Judge

    Department of Electrical & Computer Engineering · Department of Computer and Information Science and Engineering · Department of Clinical and Health Psychology +1

  21. APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music

    May 5, 2026Jaavid Aktar Husain, Dorien HerremansSong GenerationAesthetics

    AMAAI Lab, Singapore University of Technology and Design

  22. Pixel Perfect: Relational Image Quality Assessment with Spatially-Aware Distortions

    May 4, 2026Fadeel Sher Khan, Long N. Le, Abhinau K. Venkataramanan +2Image Quality AssessmentDistortion

    The University of Texas at Austin Austin, TX, USA · Samsung Research America Plano, TX, USA

  23. NeuroViz: Real-time Interactive Visualization of Forward and Backward Passes in Neural Network Training

    May 3, 2026Tanvi Sharma, Reza RawassizadehNeural Network TrainingVisualization

    Boston University · Boston, MA, USA

  24. From Rubrics to Reliable Scores: Evidence-Grounded Text Evaluation with LLM Judges

    Jan 13, 2026Yihan Hong, Huaiyuan Yao, Bolin Shen +3Rubric-Based ScoringRubrics

    Washington University in St. Louis, St. Louis, MO, USA · Arizona State University, Tempe, AZ, USA · Florida State University, Tallahassee, FL, USA